Title :
Improved genetic complex algorithm and its application in the formula optimization
Author :
Cheng, Jie ; Yang, Yun
Author_Institution :
Sch. of Electr. & Inf. Eng., Shaanxi Univ. of Sci. & Technol., Xi´´an, China
Abstract :
In order to solve the problem of “premature convergence” and low efficiency during the later period of the evolution, an improved genetic algorithm was proposed. Based on this method, integrated with complex method, an improved genetic complex algorithm was established and used in the formula optimization. Take the formula optimization of ceramics body for example, we got the best percentage of formula, and made the results fully meet the goal formulation.
Keywords :
ceramics; convergence of numerical methods; genetic algorithms; ceramics body; formula optimization; genetic complex algorithm; premature convergence; Algorithm design and analysis; Application software; Ceramics; Constraint theory; Design engineering; Design optimization; Genetic algorithms; Genetic engineering; Optimization methods; Parallel processing; complex method; formula optimization; improved genetic algorithm; improved genetic complex algorithm;
Conference_Titel :
Computer Design and Applications (ICCDA), 2010 International Conference on
Conference_Location :
Qinhuangdao
Print_ISBN :
978-1-4244-7164-5
Electronic_ISBN :
978-1-4244-7164-5
DOI :
10.1109/ICCDA.2010.5541498
